Advanced sensor-based maintenance in real-world exemplary cases

Collecting complex information on the status of machinery is the enabler for advanced maintenance activities, and one of the main players in this process is the sensor. This paper describes modern maintenance strategies that lead to Condition-Based Maintenance. This paper discusses the sensors that...

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Bibliographic Details
Published inAutomatika Vol. 61; no. 4; pp. 537 - 553
Main Authors Albano, Michele, Lino Ferreira, Luis, Di Orio, Giovanni, Maló, Pedro, Webers, Godfried, Jantunen, Erkki, Gabilondo, Iosu, Viguera, Mikel, Papa, Gregor
Format Journal Article
LanguageEnglish
Croatian
Published Ljubljana Taylor & Francis 01.10.2020
Taylor & Francis Ltd
Taylor & Francis Group
Subjects
Condition-based maintenance
demonstrators
Maintenance
pilots
predictive maintenance
Sensors
use cases
Virtual sensors
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Summary:Collecting complex information on the status of machinery is the enabler for advanced maintenance activities, and one of the main players in this process is the sensor. This paper describes modern maintenance strategies that lead to Condition-Based Maintenance. This paper discusses the sensors that can be used to support maintenance, as of different categories, spanning from common off-the-shelf sensors, to specialized sensors monitoring very specific characteristics, and to virtual sensors. This paper also presents four different real-world examples of project pilots that make use of the described sensors and draws a comparison between them. In particular, each scenario has unique characteristics requiring different families of sensors, but on the other hand provides similar characteristics on other aspects.
ISSN:0005-1144
1848-3380
DOI:10.1080/00051144.2020.1794192